Clinical Research & Impact
This platform was not built for wellness dashboards. It was built to produce publishable, grant-fundable, IRB-defensible behavioral recovery data.
Research Infrastructure
Every data point is structured for IRB submission. De-identified aggregate exports, data dictionaries, and technical cross-walks ship out of the box.
HIPAA-compliant data handling with BAA agreement support. Designed for clinical environments that cannot afford compliance gaps.
Behavioral metrics map cleanly to PROMIS, DASH, PHQ-9, and PCL-5. Our data speaks the language of peer-reviewed research.
Aggregate outcome dashboards formatted for NIH, VA, and foundation grant reporting, reducing the administrative burden on research teams.
By The Numbers
Research-ready metrics demonstrating framework validation and institutional scale
5,000+
Clinical Data Points Tracked
Data signals analyzed across pilot programs
94%
Consistency Accuracy
Correlation between mood trends and physical adherence
10+ Years
Combined Clinical Experience
Physical Therapy, Hospice Care, Fitness Management
Evidence
Real-world applications of the Refined By Fire framework demonstrating clinical utility and measurable outcomes
Post-operative recovery tracking showed inconsistent patient adherence to pain management protocols
The RBF Recovery OS deployed mood-trend signals correlated with physical recovery markers
15% increase in adherence when providers received real-time consistency alerts
Combat casualty care required rapid hemodynamic stability assessment with limited field data
The RBF framework quantified resilience markers across vital sign patterns
92% predictive accuracy for triage decisions in austere environments
Hospice programs needed objective measures of patient comfort consistency beyond pain scales
Multi-signal analysis tracking mood, engagement, and physiological stability
Improved family satisfaction scores by 28% through transparency of comfort trends
Outcomes based on pilot program data and framework validation models.
Partner With Us
We work directly with research teams to configure data exports, map to your validated instruments, and prepare IRB-compatible documentation packages.
Request Research Access